Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec (v0.20.0)

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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec.

The spec of multi-trial Neural Architecture Search (NAS).

Inherits

• Object

Extended By

• Google::Protobuf::MessageExts::ClassMethods

Includes

• Google::Protobuf::MessageExts

Methods

#metric

def metric() -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MetricSpec

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MetricSpec) — Metric specs for the NAS job. Validation for this field is done at multi_trial_algorithm_spec field.

#metric=

def metric=(value) -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MetricSpec

Parameter

• value (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MetricSpec) — Metric specs for the NAS job. Validation for this field is done at multi_trial_algorithm_spec field.

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MetricSpec) — Metric specs for the NAS job. Validation for this field is done at multi_trial_algorithm_spec field.

#multi_trial_algorithm

def multi_trial_algorithm() -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MultiTrialAlgorithm

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MultiTrialAlgorithm) — The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults to REINFORCEMENT_LEARNING.

#multi_trial_algorithm=

def multi_trial_algorithm=(value) -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MultiTrialAlgorithm

Parameter

• value (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MultiTrialAlgorithm) — The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults to REINFORCEMENT_LEARNING.

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MultiTrialAlgorithm) — The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults to REINFORCEMENT_LEARNING.

#search_trial_spec

def search_trial_spec() -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::SearchTrialSpec

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::SearchTrialSpec) — Required. Spec for search trials.

#search_trial_spec=

def search_trial_spec=(value) -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::SearchTrialSpec

Parameter

• value (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::SearchTrialSpec) — Required. Spec for search trials.

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::SearchTrialSpec) — Required. Spec for search trials.

#train_trial_spec

def train_trial_spec() -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::TrainTrialSpec

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::TrainTrialSpec) — Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count] search trials will be trained for every M [TrainTrialSpec.frequency] trials searched.

#train_trial_spec=

def train_trial_spec=(value) -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::TrainTrialSpec

Parameter

• value (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::TrainTrialSpec) — Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count] search trials will be trained for every M [TrainTrialSpec.frequency] trials searched.

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::TrainTrialSpec) — Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count] search trials will be trained for every M [TrainTrialSpec.frequency] trials searched.